• DocumentCode
    3584582
  • Title

    Evolutionary design of digital filter

  • Author

    Zhou, Pang ; Wei, Dongmei

  • Author_Institution
    Dept. of Minist. Organ., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
  • Volume
    1
  • fYear
    2010
  • Firstpage
    269
  • Lastpage
    272
  • Abstract
    Evolutionary approaches have been used in a large variety of design domains, from aircraft engineering to the designs of filters. Many of these approaches use measures to improve the variety of solutions in the population. In this paper, An alternative approaches to the design of digital filter have been proposed using Multi-objective evolutionary algorithms and the concept of Evolvable Hardware. In the evolution process, Population initialization was adapted to accelerate the evolution speed. The results demonstrate that the evolutionary process is able to create designs that are competitive with those created using a conventional design process.
  • Keywords
    digital filters; evolutionary computation; aircraft engineering; digital filter; evolutionary design; evolvable hardware; multi-objective evolutionary algorithms; population initialization; Design methodology; Evolutionary computation; Finite impulse response filter; Hardware; Pareto optimization; Poles and zeros; Evolutionary Algorithms; Evolvable Hardware; filter design;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2010 Sixth International Conference on
  • Print_ISBN
    978-1-4244-5958-2
  • Type

    conf

  • DOI
    10.1109/ICNC.2010.5583823
  • Filename
    5583823